Author

Alkiviadis Koukos

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Jul 2026

Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery

Accurate and scalable parcel-level agricultural monitoring remains challenging because satellite Earth Observation alone provides only an overhead perspective of agricultural parcels, while optical observations are further affected by cloud-induced temporal gaps. This paper presents Space2Ground 2.0, a multi-source fra...

Iason Tsardanidis, Alkiviadis Koukos, George Choumos et al. · arXiv.org · 0 citations

#artificial intelligence Preprint Sep 2026

Tree species mapping in Denmark: A comparison of spectral-temporal features with geospatial foundation model embeddings

The resulting map, released as an open-access product, is the first high-resolution national tree species map of Denmark and provides a valuable resource for forest monitoring, ecological research, and land management applications.

Alkiviadis Koukos, Spyros Kondylatos, T. Nord-Larsen et al. · 0 citations